Limit Theorems for One-Dimensional Homogenized Diffusion Processes
Probability
2025-10-23 v2 Statistics Theory
Statistics Theory
Abstract
We present two limit theorems, a mean ergodic and a central limit theorem, for a specific class of one-dimensional diffusion processes that depend on a small-scale parameter and converge weakly to a homogenized diffusion process in the limit . In these results, we allow for the time horizon to blow up such that as . The novelty of the results arises from the circumstance that many quantities are unbounded for , so that formerly established theory is not directly applicable here and a careful investigation of all relevant -dependent terms is required. As a mathematical application, we then use these limit theorems to prove asymptotic properties of a minimum distance estimator for parameters in a homogenized diffusion equation.
Cite
@article{arxiv.2503.06691,
title = {Limit Theorems for One-Dimensional Homogenized Diffusion Processes},
author = {Jaroslav I. Borodavka and Sebastian Krumscheid},
journal= {arXiv preprint arXiv:2503.06691},
year = {2025}
}
Comments
30 pages